[D] Paper Explained Video - BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

[https://youtu.be/X2k7n4FuI7c](https://youtu.be/X2k7n4FuI7c)

Cross-modal pre-training has been all the rage lately in deep learning, especially training vision and language models together. However, there are a number of issues, such as low quality datasets that limit the performance of any model trained on it, and also the fact that pure contrastive pre-training cannot be easily fine-tuned for most downstream tasks. BLIP unifies different tasks and objectives in a single pre-training run and achieves a much more versatile model, which the paper immediately uses …

bootstrapping image language machinelearning paper training video vision